Couchbase, a cloud database platform, has launched Capella Columnar on AWS, enabling real-time data analysis and operational workloads within a single platform. This helps organizations streamline the development of adaptive applications by enabling JSON operational and analytics processing. Additionally, Couchbase Mobile with vector search is now available, allowing customers to offer similarity and hybrid search in their applications on mobile and at the edge. This combination of Capella Columnar and vector search capabilities in one cloud database platform reduces costs, simplifies operations, and enables developers to create trustworthy adaptive applications that run from cloud to edge.
Couchbase also announced Capella Free Tier, a free developer environment designed to empower developers to evaluate and explore products and test new features without time constraints. Couchbase simplifies learning, developing, and deploying applications on Capella into production and provides developers with the access and convenience they need to build upon applications without worrying about an end date.
“We’re committed to empowering organizations to build truly adaptive applications that can respond to real-world scenarios in real-time,” said Matt McDonough, SVP of Product and Partners at Couchbase. “With the launch of Capella Columnar, we’re solving long-standing challenges in JSON data analytics, enabling businesses to integrate insights into their operational applications seamlessly. Our vector search capabilities in Couchbase Mobile extend this adaptivity to edge and IoT devices, opening up new possibilities for hyper-personalized and context-aware applications.”
Capella Columnar Converges Operational and Real-Time Analytics to Accelerate Real-Time Adaptive Applications
Many organizations, including Couchbase customers, have embraced the flexibility of JSON when building business-critical applications. However, while JSON is often the programmer’s preferred data format, it can be challenging to use for traditional analytic systems that expect data to conform to more rigid structures. Without formal structures, business intelligence teams spend too much time on data hygiene and less on including operational JSON data in their analysis. This is why so much semi-structured JSON data remains dormant. Couchbase offers key-value and columnar storage options for operational and analytic workloads on a single platform, providing customers the power and flexibility to make JSON data useful in analytics.
Capella Columnar addresses the challenge of parsing, transforming, and persisting JSON data into an analysis-ready columnar format. It supports real-time, multisource ingestion of data not only from Couchbase but also using standard systems like Confluent Cloud — built by the original creators of Apache Kafka® — to draw data from other third-party JSON or SQL systems. Capella Columnar makes analysis easy by using Capella iQ. This AI-powered coding assistant writes SQL++ for the developer, who no longer needs to wait for the BI team to run analytics for them. Once an important metric is calculated, it can immediately be written back to the operational side of Capella, which can use the metric within the application.
“This write-back problem has remained unaddressed by analytic systems for decades because it was too difficult to anticipate what a developer would do with it,” added McDonough. “Capella Columnar implements the solution, and the needs of AI-powered applications provide the motive.”
Capella Columnar reduces latency, complexity, and cost by empowering organizations to build real-time adaptive applications. For example, it can enable more personalized experiences in an e-commerce application so retailers can provide custom offers that enhance revenue or build in customer-facing metrics in a gaming application to accelerate engagement. As AI enhances these applications, Capella Columnar positions Couchbase to meet the growing demand for high-performing, personalized, and intelligent adaptive solutions.
“Couchbase already provides a highly flexible data management capability by blending its base JSON document model with the ability to manage the data networked,” said Carl Olofson, Research Vice President at IDC. “Now they have added blended analytic-transaction processing support that leverages the performance advantage of columnar data management together with vector search in support of applications demanding intelligent data access at the speed of business. These are capabilities that the market has been looking for but are hard to find contained in a single product.”
Couchbase offers vector search support from cloud to edge, and remains a leader in enabling offline-first edge AI applications for customers. Using vector search on-device with Couchbase Lite, the embedded database for mobile and IoT applications, mobile developers can now leverage vector search at the edge for building fast, secure and reliable semantic search and retrieval-augmented generation (RAG) applications that work even without an internet connection.
“By enabling on-device vector search, we’re not just speeding up applications and eliminating downtime due to internet outages; we’re opening up new possibilities for secure AI development,” continued McDonough. “Our solution combines the cloud’s scalability to handle massive AI datasets with edge capabilities for immediate, on-device processing. This unique combination, along with our support for multiple search techniques accessible through a single SQL++ query, empowers developers to create sophisticated GenAI applications that can run entirely on-device. This means organizations can now harness the power of AI without compromising on latency, data privacy or performance, bringing adaptive intelligence to the edge.”
With the introduction of Capella Free Tier, Couchbase is removing friction points for developers by allowing them to learn Capella at their own pace, retain work and continually evaluate and expand to new applications. With Capella iQ, developers leverage AI-powered code generation built into the Capella Workbench and popular IDEs like Visual Studio Code to accelerate application development. Developers also have access to numerous community-supported extensions such as cbshell 1.0, which supports vector search, a new object-relational mapping library for Ruby and plugins such as Ionic Capacitor for Couchbase Lite, which simplifies cross-platform mobile development. By unlocking free access for developers to Capella and embracing these community-based extensions, Couchbase helps accelerate both personal and professional projects.
“Developers want to kick the tires on any software they plan to use before committing, particularly when it comes to database solutions,” said Kate Holterhoff, Senior Analyst at RedMonk. “By offering a free tier to Capella, Couchbase acknowledges the tinkering spirit that motivates these important builders and creators.”
Capella Free Tier will be available in September.
